Recent advances in robust statistics : theory and applications / Claudio Agostinelli, Ayanendranath Basu, Peter Filzmoser, Diganta Mukherjee, editors.
2016
QA276.A1
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Title
Recent advances in robust statistics : theory and applications / Claudio Agostinelli, Ayanendranath Basu, Peter Filzmoser, Diganta Mukherjee, editors.
ISBN
9788132236436 (electronic book)
8132236432 (electronic book)
9788132236412
8132236416
8132236432 (electronic book)
9788132236412
8132236416
Published
New Delhi, India : Springer, 2016.
Language
English
Description
1 online resource
Other Standard Identifiers
10.1007/978-81-322-3643-6 doi
Call Number
QA276.A1
Dewey Decimal Classification
519.5
Summary
This book offers a collection of recent contributions and emerging ideas in the areas of robust statistics presented at the International Conference on Robust Statistics 2015 (ICORS 2015) held in Kolkata during 12--16 January, 2015. The book explores the applicability of robust methods in other non-traditional areas which includes the use of new techniques such as skew and mixture of skew distributions, scaled Bregman divergences, and multilevel functional data methods; application areas being circular data models and prediction of mortality and life expectancy. The contributions are of both theoretical as well as applied in nature. Robust statistics is a relatively young branch of statistical sciences that is rapidly emerging as the bedrock of statistical analysis in the 21st century due to its flexible nature and wide scope. Robust statistics supports the application of parametric and other inference techniques over a broader domain than the strictly interpreted model scenarios employed in classical statistical methods. The aim of the ICORS conference, which is being organized annually since 2001, is to bring together researchers interested in robust statistics, data analysis and related areas. The conference is meant for theoretical and applied statisticians, data analysts from other fields, leading experts, junior researchers and graduate students. The ICORS meetings offer a forum for discussing recent advances and emerging ideas in statistics with a focus on robustness, and encourage informal contacts and discussions among all the participants. They also play an important role in maintaining a cohesive group of international researchers interested in robust statistics and related topics, whose interactions transcend the meetings and endure year round.
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Added Author
Agostinelli, Claudio, editor.
Basu, Ayanendranath, editor.
Filzmoser, Peter, editor.
Mukherjee, Diganta, editor.
Basu, Ayanendranath, editor.
Filzmoser, Peter, editor.
Mukherjee, Diganta, editor.
Added Meeting Name
International Conference on Robust Statistics (2015 : Kolkata, India)
Available in Other Form
Recent advances in robust statistics.
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